Vedant Pandya

Operator-side modulation in JEPA models leads to surprising dynamics that challenge conventional understanding of memory integration in world models.

Citation-grounded supervised fine-tuning slashes hallucination rates to zero in encoder-decoder models, proving that explicit citation mechanisms are a potent tool for factual accuracy in dialogue systems.